A. In Python, univariate analysis refers to the examination and exploration of a single variable in a dataset. It involves generating summary statistics, visualizations (e.g., histograms, box plots), and understanding the distribution and characteristics of that specific variable. Univariate analysis helps to gain insights into the variable's behavior and is often the first step in data exploration and preprocessing.