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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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No target variable in my data

I didn't have enough room in the comments so I'm responding here. I don't think you'll provide anything useful if you build models to predict any of the columns in your sample. However, your descri …
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