means the process of cleaning, examining, and modeling data to find patterns, test assumptions, and support a decision.

from from latin analysis, greek analyein meaning to unloose or break up; the modern statistical sense took off in the 1960s when john tukey pushed exploratory data analysis as its own discipline, separate from formal inference.