Drilling is a complex process that involves numerous actions and parameters. Historically, the analysis of drilling operations relied on records from individual wells. However, this process presented significant challenges in extracting usable information from job logs, excel sheets and reports. This approach proved to be extraordinarily complex and demanding in terms of human labor. Moreover, the accessibility of data and the presence of human error further compounded the difficulty of gathering and filtering raw data and tra