"""
FacetGrid Plot Showing Overlapping Distributions (Densities) Offset by ('ridge plot')
====================================
"""
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
sns.set(style="white", rc={"axes.facecolor": (0, 0, 0, 0)})

# Create some random distribution data and labels, and store them in a dataframe
rs = np.random.RandomState(1979)
x = rs.randn(500)
g = np.tile(list("ABCDEFGHIJ"), 50)
df = pd.DataFrame(dict(x=x, g=g))
m = df.g.map(ord)
df["x"] += m

# Initialize the FacetGrid chart object
pal = sns.cubehelix_palette(10, rot=-.25, light=.7)
g = sns.FacetGrid(df, row="g", hue="g", aspect=15, height=.5, palette=pal)

# Draw the densities in a few steps
g.map(sns.kdeplot, "x", clip_on=False, shade=True, alpha=1, lw=1.5, bw=.2)
g.map(sns.kdeplot, "x", clip_on=False, color="w", lw=2, bw=.2)
g.map(plt.axhline, y=0, lw=2, clip_on=False)


# Define and use a simple function to label the plot in axes coordinates
def label(x, color, label):
    ax = plt.gca()
    ax.text(0, .2, label, fontweight="bold", color=color,
            ha="left", va="center", transform=ax.transAxes)

# Use ``map()`` to calculate the label positions
g.map(label, "x")

# Set the subplots to overlap slightly on their vertical direction
g.fig.subplots_adjust(hspace=-.3)

# Remove axes details that don't play well with overlap
g.set_titles("")
g.set(yticks=[])
g.despine(bottom=True, left=True)
g.fig.subplots(figsize=(12,12))  # Don't know how to change figure size for a set of overlapping Seaborn plots

self.fig.tight_layout()
C:Anaconda3libsite-packagesseabornaxisgrid.py:848: UserWarning: Tight layout not applied. tight_layout cannot make axes height small enough to accommodate all axes decorations
  self.fig.tight_layout()
C:Anaconda3libsite-packagesseabornaxisgrid.py:848: UserWarning: Tight layout not applied. tight_layout cannot make axes height small enough to accommodate all axes decorations
  self.fig.tight_layout()

<ipython-input-25-a661dbef6e83> in <module>
     43 g.set(yticks=[])
     44 g.despine(bottom=True, left=True)
---> 45 g.fig.subplots(size=(12,12))  # Don't know how to change figure size for a set of overlapping Seaborn plots

TypeError: subplots() got an unexpected keyword argument 'size'