Various distribution of data

Probabiltiy distribution is a statistical function that describe all possible values and likelihoods that a random variables can take within a given range. This range would be bounded between minimum and maximum values.

• Probability Distribution Function: It's basically a statistical expression that basically represent variety of density of a continuous random variable lying between a certain range of values.

• Cummulative Distribution Function: It's also an another statistical expression which shows and portray the cdf of real-valued random variable X, or just distribution function of X, evaluated at x, is the probability that X will take a value less than or equal to x.

These above distribution is basically used in Exploratory data analysis to extract the available data insights!