Multidimensional scaling (MDS) is a means of visualizing the level of similarity of individual cases of a dataset.
Dataset: clean version of the "Lending Club Dataset". https://www.kaggle.com/wendykan/lending-club-loan-data/data
The MDS is used to study the categorical variable "Purpose"
Language: R