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. Author manuscript; available in PMC: 2025 Aug 25.
Published in final edited form as: Ann Data Sci. 2025 Jan 9;12(1):413–437. doi: 10.1007/s40745-024-00586-5

Table 6.

K-means cluster summary

K-means clusters Silhouette coefficient Outstanding attributes
1 0.31 Over-index on “contact-us” page, low bounce rate, moderate visit duration
2 0.40 Very low session duration, very low page views, high bounce rate, furthest distance from the corporate location
3 −0.05 Fairly high session duration, fairly high pageviews, low bounce rate
4 0.13 Over-index on “courses page” and “short-courses page”, moderate session duration, low bounce rate
5 0.01 Very high session duration, very high page views, very close geo-proximity to the corporate coordinates, low bounce rate and high organic search rate