exploratory data analysis (EDA)

Exploratory data analysis (EDA) is an initial stage in the predictive modeling process. In this stage, the analyst looks at statistics representing the distributions of each of the variables, looking for interesting patterns, relationships among variables, outliers, and potential data entry errors, as well as checking basic assumptions about the data. Graphs and other data visualizations are often part of this process.