Partition By is a SQL clause used in conjunction with window functions to divide result sets into partitions, allowing calculations to be performed independently within each partition. This enables complex data analysis tasks, such as running totals or moving averages, to be executed efficiently across subsets of data without altering the overall dataset structure.