Data wrangling solutions are designed to empower business users to work with data while both leveraging inherent business knowledge and providing self-sufficiency in data preparation to work independently of their IT counterparts or programmers. These tools have the potential to allow more people throughout the enterprise to tackle the growing need for and demands of data analysis. When used in conjunction with business experience, they can expand the variety of data incorporated into analysis and accelerate how data is leveraged for various purposes, such as reporting, analytics, data scie