Pearson vs Spearman Correlation Coefficient

A breakdown of how to measure correlation in different scenarios

Photo by Nicholas Cappello on Unsplash

Background

As Data Scientists we spend a lot of our time looking at and analysing big datasets, a process commonly known as Explanatory Data Analysis (EDA). One of the key things we look for, particularly when it comes to modelling, is how variables…