Business intelligence (BI) has allowed organizations to move from intuition to using data and creating information, knowledge, and intelligence. One of BI’s primary and key components is data analysis, which involves collecting data from multiple sources such as databases, spreadsheets, and cloud-based systems and processing and analyzing it using statistical, mathematical and ML techniques to extract meaningful insights.