Hi I wanted to draw a histogram with a boxplot appearing the top of the histogram showing the Q1,Q2 and Q3 as well as the outliers. Example phone is below. (I am using Python and Pandas)
I have checked several examples using matplotlib.pyplot but hardly came out with a good example. And I also wanted to have the histogram curve appearing like in the image below.
I also tried seaborn and it provided me the shape line along with the histogram but didnt find a way to incorporate with boxpot above it.
can anyone help me with this to have this on matplotlib.pyplot or using pyplot
Advertisement
Answer
JavaScript
x
18
18
1
import numpy as np2
import seaborn as sns3
import matplotlib.pyplot as plt4
5
sns.set(style="ticks")6
7
x = np.random.randn(100)8
9
f, (ax_box, ax_hist) = plt.subplots(2, sharex=True, 10
gridspec_kw={"height_ratios": (.15, .85)})11
12
sns.boxplot(x, ax=ax_box)13
sns.distplot(x, ax=ax_hist)14
15
ax_box.set(yticks=[])16
sns.despine(ax=ax_hist)17
sns.despine(ax=ax_box, left=True)18
From seaborn v0.11.2, sns.distplot is deprecated. Use sns.histplot for axes-level plots instead.
JavaScript
1
12
12
1
np.random.seed(2022)2
x = np.random.randn(100)3
4
f, (ax_box, ax_hist) = plt.subplots(2, sharex=True, gridspec_kw={"height_ratios": (.15, .85)})5
6
sns.boxplot(x=x, ax=ax_box)7
sns.histplot(x=x, bins=12, kde=True, stat='density', ax=ax_hist)8
9
ax_box.set(yticks=[])10
sns.despine(ax=ax_hist)11
sns.despine(ax=ax_box, left=True)12
