Data analysis: In this article, data experts carry out an exploratory data analysis to examine biases, patterns, ranges, and distributions of values throughout the data. This data analytics exploration drives speculation generation for a/b tests.Thanks to the many advancements made in technology, desktops now build large volumes of data and, simul