Data Governance DA0-002 Practice Quiz

• A. Integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting.
• B. In this scenario, documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.
• C. In this scenario, a data flow diagram shows how data moves between systems, processes, stores, and external entities.
• D. In this scenario, a data explainability report describes how data, models, metrics, or outputs were produced so stakeholders can understand and trust them.

Integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting. Integration helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. In this scenario, data versioning tracks changes to datasets, reports, schemas, or outputs so users know which version was used.
• B. Documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.
• C. In this scenario, snapshots capture data at a specific point in time for audit, reporting, comparison, recovery, or reproducibility.
• D. In this scenario, refresh intervals define how often data is updated from a source into a report, repository, or analytical model.

Documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it. Documentation helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. The most accurate interpretation is that retention defines how long data must be kept before it is archived, deleted, or disposed of according to policy or regulation.
• B. In this scenario, integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting.
• C. The most accurate interpretation is that documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.
• D. The most accurate interpretation is that a data flow diagram shows how data moves between systems, processes, stores, and external entities.

Integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting. Integration helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. The most accurate interpretation is that a source of truth is the authoritative system or dataset used as the trusted reference for a specific data element or process.
• B. The most accurate interpretation is that data versioning tracks changes to datasets, reports, schemas, or outputs so users know which version was used.
• C. In this scenario, documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.
• D. The most accurate interpretation is that snapshots capture data at a specific point in time for audit, reporting, comparison, recovery, or reproducibility.

Documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it. Documentation helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. The most accurate interpretation is that documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.
• B. The most accurate interpretation is that a data explainability report describes how data, models, metrics, or outputs were produced so stakeholders can understand and trust them.
• C. The most accurate interpretation is that a data dictionary defines fields, data types, allowed values, descriptions, formats, and business meaning.
• D. In this scenario, a data flow diagram shows how data moves between systems, processes, stores, and external entities.

A data flow diagram shows how data moves between systems, processes, stores, and external entities. Data flow diagram helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. Operationally, metadata is data about data, such as field definitions, source, owner, format, lineage, quality, and usage details.
• B. Operationally, retention defines how long data must be kept before it is archived, deleted, or disposed of according to policy or regulation.
• C. The most accurate interpretation is that integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting.
• D. Operationally, documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.

Integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting. Integration helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. Operationally, data lineage tracks where data came from, how it changed, and where it moved across systems and processes.
• B. Operationally, a source of truth is the authoritative system or dataset used as the trusted reference for a specific data element or process.
• C. Operationally, data versioning tracks changes to datasets, reports, schemas, or outputs so users know which version was used.
• D. The most accurate interpretation is that documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it.

Documentation records the meaning, structure, flow, ownership, rules, and use of data so others can understand and govern it. Documentation helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.

• A. Refresh intervals define how often data is updated from a source into a report, repository, or analytical model.
• B. Metadata is data about data, such as field definitions, source, owner, format, lineage, quality, and usage details.
• C. Retention defines how long data must be kept before it is archived, deleted, or disposed of according to policy or regulation.
• D. Operationally, integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting.

Integration connects data from multiple systems or sources so it can be used consistently across processes, analytics, and reporting. Integration helps organizations manage data meaning, movement, ownership, and reliability. This is the correct answer.