An analyst claims that a marketing campaign caused growth solely because both rose together in observational data. Which approach best fits?

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  1. Define a governed shared semantic model and approved business metrics.
  2. Separate correlation from causation and evaluate a suitable experimental or causal design.
  3. Normalize currency consistently and document the conversion basis.
  4. Use a time-series visualization with a clear time grain.

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