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We'll be implementing various data visualization techniques on the 'iris' dataset. The most common types of plots used in data visualization: Scatter plots, Box plots and Violin plots. The code for pair plots is simple and as follows: The code is simple for plotting the features using Box plots. We'll use matplotlib, Seaborn and lmplot libraries for data visualization. The dataframe is a dataframe and the dataframe will be transformed into a real world dataframe.