Data Science, Marketing, Data Analysis, Segmentation, Python.
to 1, whereas the income column ranges from 30,000 to 120,000, a different magnitude which would negatively affect the clustering. To solve this problem, I’ve used StandardScaler to transform data such that its distribution will have a mean value of 0, and a standard deviation of 1. 2.