ANOVA (Analysis of Variance) is a statistical test that determines whether a parameter is significant to other parameters. ANOVA can be divided into two types: one-way ANOVA and two-way ANOVA. One-way ANOVA only tests the significance of one parameter, while two-way ANOVA can test the significance of more than 2 parameters. This article will focus on how to perform an exploratory data visualization followed by two-way ANOVA.

The data used in this article are from Volve Open Datasets, which will be used as a subset by taking only the density, permeability, and core sample parameters. Read more…