In this section, we are going to explore different types of analysis. We will start with univariate analysis, then move on to bivariate analysis, and, finally, we will discuss multivariate analysis.
Types of analysis
Understanding univariate analysis
Remember the variables we worked with in Chapter 5, Descriptive Statistics, for measures of descriptive statistics? There we had a set of integers ranging from 2 to 12. We calculated the mean, median, and mode of that set and analyzed the distribution patterns of integers. Then, we calculated the mean, mode, median, and standard deviation of the values available in the height column of each type of automobile dataset. Such an analysis on a single type of dataset is called univariate...