A monthly comparison must include months with zero activity rather than omitting them from the chart. Which approach best fits?

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  1. Join results to a complete calendar dimension and fill only the intended missing measures.
  2. Validate join cardinality and aggregate or deduplicate at the intended grain.
  3. Use SAFE_DIVIDE and handle its result explicitly.
  4. Use COUNT DISTINCT on the stable customer identifier.

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