What is exploratory variable?

An exploratory variable, often referred to as an independent variable, is a variable that is manipulated or categorized to observe its effect on another variable, typically the dependent variable. In research, it helps to identify patterns, relationships, or effects that warrant further investigation. Exploratory variables are essential in hypothesis generation and in understanding the dynamics within a dataset. They are commonly used in exploratory data analysis to uncover insights and guide future research directions.