Data Exploration and Pre-Analysis





Before submitting a dataset to statistical analysis, it is often desirable to explore and pre-process the data. The main objective of data exploration is to understand the basic nature of a given dataset, frequency distribution of the variables involved and to look for any miscreants or deviants in the data, which might vitiate the results of analysis.