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Data Analysis Glossary

Short definitions for data, analytics, visualization, and governance terms.

Term Definition
Data warehouse Structured analytical store optimized for reporting and business intelligence
Data lake Repository that can hold raw, structured, semi-structured, and unstructured data
Lineage History of a dataset’s source, movement, and transformations
Correlation Statistical association between variables that does not by itself prove causation
Dashboard Visual presentation of selected metrics for monitoring or decision support
Data quality Fitness for use, including accuracy, completeness, consistency, validity, timeliness, and uniqueness
Granularity Level of detail represented by a record or measure
Denominator The total or base used to calculate a ratio or rate
Data steward Role accountable for data definitions, quality, access, or policy within a defined domain
Data catalog Managed inventory of data assets and associated metadata
Revised on Friday, September 11, 2026