3 Awesome Visualization Techniques For Every Dataset Mlwhiz We'll be implementing various data visualization techniques on the 'iris' dataset Different types of analysis Univariate (U) In univariate analysis we use a single feature to analyze its properties Bivariate (B) When we compare the data between exactly 2 features then its called bivariate analysis Multivariate (M) Comparing more than 2 variables is called as Multivariate Multivariate data – When the data involves three or more variables, it is categorized under multivariate Example of this type of data is suppose an advertiser wants to compare the popularity of four advertisements on a website, then their click rates could be measured for both men and women and relationships between variables can then be examined Multivariate categorical data visualization