DataTerminology.comNEW
Producing and distributing structured summaries and visualizations that present aggregated data to stakeholders for monitoring, compliance, and decision-making.
DESCRIPTION
Reporting organizes data into consistent formats—tables, charts, and narratives—to communicate performance and insights to audiences. It complements analytics by delivering repeatable, governed outputs such as monthly KPIs, audits, and regulatory submissions. Reports can be paginated, parameterized, scheduled, and versioned. Modern platforms support self-service, role-based access, and row-level security. Effective reporting depends on data quality, clear definitions, and reliable pipelines. It is central to BI programs and often underpins financial close, operations reviews, and compliance.
ALTERNATIVE DEFINITIONS
Tableau
Reporting is the process of organizing data into informational summaries to monitor how different areas of a business are performing.
Emphasizes organized summaries for ongoing performance monitoring.
Oracle NetSuite
Reporting is the process of collecting and presenting data to track business performance.
Frames reporting as performance tracking across business functions.
Wikipedia
A report is a document that presents information in an organized format for a specific audience and purpose.
Defines the artifact and its purpose-oriented organization.
RELATED TERMS
Business Intelligence Dashboard Key Performance Indicator Data Warehouse OLAP Visualization Paginated Report Data Mart Extract-Transform-Load
COMPETING TERMS
Ad Hoc Analysis Exploratory Data Analysis
KNOWLEDGE AREAS
Data Warehousing & BI Data Visualization Data Products Data Management
TARGET AUDIENCE
BI Specialist Data Analyst Analytics Engineer Data Engineer Data Architect Product Owner
EXTERNAL SOURCES
- Wikipedia - Report
- Microsoft Learn - SSRS report creation and management overview
- Tableau Help - Guidance for authoring reports
- IBM - BI overview including reporting
TOP QUESTIONS
What distinguishes Reporting from analytics?
Reporting delivers consistent, governed summaries, while analytics explores data to discover patterns and causal insights. Reporting answers known questions regularly; analytics asks new questions to generate understanding.
Category: Misunderstanding
Why is Reporting still relevant in modern data stacks?
Organizations need trustworthy, repeatable outputs for operations, compliance, and executive reviews. Reporting ensures consistency, auditability, and alignment with defined business metrics and definitions.
Category: Relevancy
What are common mistakes in Reporting design?
Inconsistent metric definitions, poor data quality controls, cluttered layouts, and lack of stakeholder input undermine clarity. Missing row-level security risks exposure of sensitive data.
Category: Mistakes
How should Reporting be governed?
Define metric owners, certification processes, naming standards, and data lineage. Use catalogs and version control, enforce access controls, and schedule regular reviews to maintain trust.
Category: Management
What is currently a hot topic around Reporting?
Augmented BI uses AI to auto-generate narratives and highlight anomalies. Embedded analytics brings reporting into operational apps for real-time decisions.
Category: Topic
Which tools are commonly used for Reporting?
Popular tools include Power BI, Tableau, Looker, and SSRS. Choice depends on governance needs, semantic modeling, and embedding capabilities.
Category: Overview
How do KPIs relate to Reporting?
KPIs are curated measures aligned to objectives; reporting packages KPIs regularly to track progress and trigger action.
Category: Definition
What are the risks of poor Reporting practices?
Misinformed decisions, regulatory issues from inaccurate disclosures, and erosion of stakeholder trust due to inconsistent metrics or stale data.
Category: Risks
How do paginated reports differ from dashboards in Reporting?
Paginated reports are print-ready, detailed, and parameterized; dashboards are interactive, visual, and monitor metrics at-a-glance.
Category: Definition