Data aggregation is crucial as it simplifies complex data sets, making them easier to analyze and interpret. It provides a summarized view of data, enabling businesses to extract meaningful insights and make informed decisions. Moreover, data aggregation enhances data quality, consistency, and accuracy, which are vital for reliable analysis