I need help. I completed the first part of this assignment using JMP software but this is so confusing. Can you help me with this assignment.

Instructions

Module 2 Assignment Guide . Explain which variable you decided to bin or re-code. For continuous predictors use Fit Y by X in JMP to obtain the necessary graphs for the relationship between price and the predictors (covariates) Determine what type of relationship exists, i.e., linear, nonlinear, none, or more complicated. Based on the charts recommend and perform binning and re-coding of variables as necessary.

My Part 1 Submission