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When to cluster?

In which of these scenarios would clustering methods likely be appropriate?

1) Using consumer behavior data to identify distinct segments within a market.

2) Predicting whether a given user will click on an ad.

3) Identifying distinct groups of stocks that follow similar trading patterns.

4) Modeling & predicting GDP growth.

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Cluster Analysis in R

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