How does data and classifying data impact data mining?

This week, answer the following questions in an essay format:

What is association in data mining?

Select a specific association rule (from the text) and thoroughly explain the key concepts.

Discuss cluster analysis concepts.

Explain what an anomaly is and how to avoid it.

Discuss methods to avoid false discoveries.