Advanced Data Wrangling with data.table in R

Instruction: Demonstrate the use of data.table for advanced data wrangling tasks in R, including complex filtering, aggregation, and joining operations.

Context: This question evaluates the candidate's expertise in using the data.table package for efficient data manipulation, especially with large datasets.

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