Sobes.tech
Intern

What window functions have you used most often? How does RANK differ from DENSE_RANK?

sobes.tech AI

Answer from AI

Window functions are most commonly used in analytics for ranking, aggregation, and calculating moving metrics.

  • RANK() assigns a rank to rows within a window, giving the same rank to identical values, and creating gaps in ranks if there are duplicates. For example, if two rows share rank 1, the next will be rank 3.

  • DENSE_RANK() is similar to RANK(), but ranks are consecutive without gaps. If two rows have rank 1, the next will be rank 2.

Example:

Value RANK() DENSE_RANK()
100 1 1
100 1 1
90 3 2
80 4 3

Thus, DENSE_RANK is useful when continuous ranking is important, while RANK accounts for gaps due to duplicates.