histogram in seaborn code example

Example 1: plot histogram in seaborn

sns.distplot(gapminder['lifeExp'], kde=False, color='red', bins=100)
plt.title('Life Expectancy', fontsize=18)
plt.xlabel('Life Exp (years)', fontsize=16)
plt.ylabel('Frequency', fontsize=16)

Example 2: distribution seaborn

x = np.random.normal(size=100)
sns.distplot(x);

Example 3: how to show mean values on histogram in seaborn

import matplotlib.pyplot as plt
import seaborn as sns

%matplotlib inline

sns.distplot(xgb_errors, kde=True, rug=True);
plt.axvline(np.median(xgb_errors),color='b', linestyle='--')

Example 4: kde = false

kdebool, optional
Whether to plot a gaussian kernel density estimate.