Data warehouse contains _____ data that is never found in operational…

Correct answer: Summary

• What summary data means: aggregated or derived records created for reporting and analysis, such as daily sales totals or monthly averages.

• Why it is not found in operational systems: operational environments store detailed transactional data for day-to-day processing, whereas summary data is produced (aggregated or pre-computed) in the warehouse to speed queries and preserve historical snapshots.

• Examples: aggregated sales by region, monthly customer cohort metrics, and historical snapshots are typical kinds of summary data in a data warehouse.

• Why the other choices are incorrect: encoded and encrypted describe representation or security characteristics (not warehouse-only data types), and scripted refers to processes or code rather than a data category.