Question: what are the essential elements of data analysis?
Answer: The elements of a data analysis are the fundamental components of a data analysis used by the data analyst: code, code comments, data visualization, non-data visualization, narrative text, summary statistics, tables, and statistical models or computational algorithms (Breiman, 2001) (Table 1).