I have a dataframe with 8 columns (variables, X1 to X8) . Each column represents a different model parameter. Each row of the dataframe represents a modelling scenario.
All the modelling scenarios result in some desired output (i.e. Y1). In other words, different model parameters can result in Y1.
I was wondering - are there ways in R to graphically reveal the data structure of my dataframe?
Ideally, I would like some way to quantify: if the value of variable X1 is 1000, what are the likely values of variables X2 to X8?
I was thinking that perhaps some kind of tree diagram might be useful.
Hope I am making sense.