Aug 1, 2017 · Though not a great fit for this kind of visualization, we can generate some joyplots with the iris dataset. By default, joypy.joyplot() will draw joyplot with a density subplot for each numeric column in the dataframe. The density is obtained with the gaussian_kde function of scipy.

JoyPy is a one-function Python package based on matplotlib + pandas with a single purpose: drawing joyplots (a.k.a. ridgeline plots). The code for JoyPy borrows from the code for kdes in pandas.plotting, and uses a couple of utility functions therein.

I want to divide my dataframe equally into several parts, and recursively making each one of them as joy plot and adding them altogether for the ease of visualisation. Without doing so I just get one very long plot which is difficult to view. I have tried using subplots and making a new joypy.joyplot within a for-loop, but no success :

Feb 26, 2022 · JoyPy is a low code python package that can help us in visualization based on ridgeline plots. It is mainly designed using Matplotlib and Pandas . To draw the ridgeline plots which they say joyplots, this package takes codes from Pandas kdes plots.

Jan 31, 2018 · Python’s joypy library, building on matplotlib, gives us the opportunity to create our very own joyplots in just a few lines of code. In this article, we’ll give a tutorial into creating the plots and customising them by plotting the top 50 transfer values of each year since 1991.

Nov 23, 2021 · joypy.joyplot can not easily be adapted. For example, the first y-tick of each subplot is used for the name. Also, a dummy subplot is used just for the common x-axis. An alternative could be to use Seaborn which offers easier options for customization. See for example Seaborn's ridgeplot example. Here is a start for adapting the joyplot.

Draw a joyplot from an appropriately nested collection of lists using matplotlib and pandas. Parameters ---------- data : DataFrame, Series or nested collection grid : boolean, default True Whether to show axis grid lines labels : boolean or list, default True.

Jan 2, 2023 · JoyPy is a one-function Python package based on matplotlib + pandas with a single purpose: drawing joyplots (a.k.a. ridgeline plots). The code for JoyPy borrows from the code for kdes in pandas.plotting , and uses a couple of utility functions therein.

By default, joypy.joyplot() will draw joyplot with a density subplot for each numeric column in the dataframe. The density is obtained with the gaussian_kde function of scipy.

Nov 1, 2021 · joypy doesn't support drawing more than one joyplot in the same figure. As a matter of fact, at each call it creates its own figure. Your call to plt.figure() has no effect apart from creating a dummy empty figure. You shall merge the two dataframes by merge. And include another column to plot. That would be work.