What is the purpose of Big O notation in algorithm analysis?

a$.$

It measures the physical size of an algorithm.

b$.$

It determines the best$-$case scenario for an algorithm's performance.

c$.$

It provides a precise measurement of an algorithm's runtime.

d$.$

It provides a way to analyze and compare the efficiency of algorithms.