# Let's visulaize the distribution of worth across age groups
ageNworth = data[['age_group','worth']]

# display the age and worth data
ageNworth.head()

# Here we will use a box plot to visualize the distribution of worth across age groups
# since the distributions might not be a normal or may be skewed.
plt.figure(figsize=(16,7))
sns.boxplot(y='age_group',x='worth',data=ageNworth,orient='h')
plt.title('Distribution of worth of Forbes 2018 world\nbillioniares across age groups',fontsize=14)
plt.xlabel('worth (millions of US dollars)',fontsize=14)
plt.ylabel('Age group',fontsize=14)
plt.show()