Data Science, Marketing, Data Analysis, Segmentation, Python.
not actionable in our marketing. OPTICS: Compare this to the clusters generated using k-means, well differentiated not just in their demographics, but also conversion rates for each individual offer type: Above, we can immediately identify four distinct segments with clear business implications: