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Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). It is a main task of exploratory data mining, and a common technique for statistical data analysis, used in many fields, including machine learning, pattern recognition, image analysis, information retrieval etc.

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Best clustering algorithm to identify clusters and determine the closet cluster each individ...

you can have a look at these suggestions Clustering categorical data i havent tried clustering on pure categorical dataset yet however have tried on text data where at the end you end up creating a sparse … matrix and have had success there with hierarchical clustering using Wards' method https://towardsdatascience.com/understanding-the-concept-of-hierarchical-clustering-technique-c6e8243758ec Although …
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