Seaborn has two different functions that allow you to create line plots it gives you the option of using the sns.relplot () function, similar to a scatterplot, or a dedicated sns.lineplot () function to simplify your coding. As previously mentioned, the line plot is not much different from a scatterplot, except that it uses lines to connect. seaborn .jointplot. Seaborn s jointplot displays a relationship between 2 variables (bivariate) as well as 1D profiles (univariate) in the margins. This plot is a convenience class that wraps JointGrid. The multivariate normal distribution is a nice tool to demonstrate this type of plot as it is sampling from a multidimensional Gaussian and.. Using seaborn to visualize a pandas dataframe. Chris Albon. Notes Machine Learning Engineering Management Self . Density Plot. sns. kdeplot (df. y) <matplotlib.axes.subplots.AxesSubplot at 0x113ea2ef0> sns. kdeplot (df. y, df. x) <matplotlib.axes.subplots.AxesSubplot at 0x113d7fef0>.