Suppose I Performed a Cluster Analysis and I Got a 3-Cluster

question 6

Essay

Suppose I performed a cluster analysis and I got a 3-cluster solution and a 4-cluster solution. Each solution is presented in the graphs below:
a. What is the main difference between these solutions?
b. Which solution do you think is best? Why?

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Definitions:

African Americans

A demographic group in the United States with total or partial ancestry from any of the black racial groups of Africa.

Capitalism

An economic system where capital goods are owned privately or by corporations, with investments, prices, production, and goods distribution primarily influenced by competitive forces within a free market.

Exploitation

The unfair treatment or use of someone or something for one's own advantage, often in a way that neglects or disregards their well-being.

Sociological

Pertains to sociology, which is the study of social behavior, society, patterns of social relationships, social interaction, and culture.