Hands-On Exploratory Data Analysis with Python

Exponential distribution

A process in which some events occur continuously and independently at a constant average rate is referred to as a Poisson point process. The exponential distribution describes the time between events in such a Poisson point process, and the probability density function of the exponential distribution is given as follows:

We can visualize an exponentially distributed random variable using the scipy.stats module by applying the expon.rvs() function. Check the following code:

# Exponential distributionfrom scipy.stats import exponexpon_data = expon.rvs(scale=1,loc=0,size=1000)axis = sns.distplot(expon_data, kde=True, ...