Which of the following is true of cluster analysis? 1 point It is a data analysis technique to discover trends in time-series data It is a data mining tool that is used to create homogeneous groups It is a data visualization tool in market research It is model for customer behavior in the organic and natural products industry
Answers
Answer:
Cluster analysis is the task of grouping a set of data points in such a way that they can be characterized by their relevancy to one another. These techniques create clusters that allow us to understand how our data is related. The most common applications of cluster analysis in a business setting is to segment customers or activities.
In this post we will explore four basic types of cluster analysis used in data science. These types are Centroid Clustering, Density Clustering Distribution Clustering, and Connectivity Clustering.
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Answer:
It is a data mining tool that is used to create homgeneous groups
Explanation
Cluster Analysis is a technique to make clusters of similar elements. In other words, to create homogeneous groups.