Association analysis measures the strength of co-occurrence between one item and another. Give an example to show that items in a strong association rule may actually be negatively correlated.

Association rule mining often generates a large number of rules. Discuss effective methods that can be used to reduce the number of rules generated while still preserving most of the interesting rules. in R for Data Science.

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