Here is the explanation of the code.
This is the first plot:
- g = sns.jointplot() plots the required joint plot of the three graphs.
- kind='reg' specifies to plot a regression plot.
- marginal_kws=dict(bins=15, fit=norm, rug=True, color='darkblue') is the dictionary of parameters to be applied to the marginal axes graphs. They are applicable to both the top and right marginal axes, but not related to joint plot objects:
- bins=15 is the number of bins for the histogram to be plotted; by default, a histogram is plotted.
- fit=norm specifies to fit a normal distribution curve for the given data.
- rug=True, plots the rug plot for the given data.
- color='darkblue' is the color to be used for all the elements of both marginal axes.
- space=0.1 ...
