Univariate EDA (Graphical & Non-graphical)
Lesson
In this lesson, we will discuss univariate graphical and non-graphical EDA methods and techniques. We will cover: The range and relative frequency for a categorical variable The various characteristics of a numerical variable including its center, spread, shape, modality, and outliers The statistics that measure the central tendency of a numerical attribute The statistics that measure the spread of a numerical attribute including its standard deviation, variance, and interquartile range How histograms can be used to study central tendency, spread, and skewness of a numerical attribute