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Master data: Products, Art & Standards

Master data represents "data about the business entities that provide context for business transactions". The most commonly found categories of master data are parties (individuals and organisations, and their roles, such as customers, suppliers, employees), products, financial structures (such as ledgers and cost centres) and locational concepts.

Language: English [EN]
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Master data topic overview

The analysis highlights Products, Art and Standards as prominent areas in the source structure around Master data.

Related topics
12
Source areas
4
Connected nodes
16
Extracted relationships
55
Concept neighborhoods
12
Bridge connections
16

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 5 topics
Alternative definition · 4 topics
Master data management · 2 topics
Externally-defined master data · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Alternative definition

Externally-defined master data

Master data management

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Master data connects Entity context

The extracted context around Master data shows recurring relationship patterns in the source. For example, Master data → Alex, Allen, BeyeNetwork, Big Data Master Data, C2013-0-18748-X, C2013-0-18938-6, Cervo, Chen, Dalton, Data Governance, Data Quality Management, David, Defining Master Data, Effective Master Data Management, Elsevier, Entity Information Life Cycle, IBM Redbooks, Information Integration, ISBN, John Another extracted example is Master data → An, For, Some, This, Thus, Universal Product Code, UPC. Use these groups to spot repeated connection types before inspecting the individual relationships.

Master data

Top relations

related to Further reading · 33
Master data → Alex, Allen, BeyeNetwork, Big Data Master Data, C2013-0-18748-X, C2013-0-18938-6, Cervo, Chen, Dalton, Data Governance, Data Quality Management, David, Defining Master Data, Effective Master Data Management, Elsevier, Entity Information Life Cycle, IBM Redbooks, Information Integration, ISBN, John
related to Externally-defined master data · 7
Master data → An, For, Some, This, Thus, Universal Product Code, UPC
related to Master data management · 5
Master data → All, Curating, IT, MDM, Without
related to Alternative definition · 4
Master data → An, In, It, What
is a · 1
Master data → Universal Product Code
see also · 1
Master data → Authoritative Legal Entity IdentifierCustomer

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

data master business quality management information context transactions entities transactional within products reference entity organisation represents organisations provide customers isbn

Master data relationships Subject–Predicate–Object triples

TTTA extracted 55 structured relationships around Master data. Examples in this analysis include Master data → is a → Universal Product Code and orders → instance of → is only contained within transactional data. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Master datais aUniversal Product Code0.90text
ordersinstance ofis only contained within transactional data0.80text
receiptsinstance ofis only contained within transactional data0.80text
is not housed separately.ISO 8000 is the international standard for data qualityinstance ofis only contained within transactional data0.80text
data portability in master datainstance ofis only contained within transactional data0.80text
Master datarelated to Alternative definitionAn0.60section
Master datarelated to Alternative definitionIn0.60section
Master datarelated to Alternative definitionIt0.60section
Master datarelated to Alternative definitionWhat0.60section
Master datarelated to Externally-defined master dataFor0.60section
Master datarelated to Externally-defined master dataSome0.60section
Master datarelated to Externally-defined master dataThis0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Master data bring nearby vocabulary together. In this analysis, examples include Master, Management and Quality. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Master data
    • Master
    • Management
    • Quality
    • Information
    • Business
    • Entities
    • Integration
    • Products
    • Context
    • Entity
    • Organisation
    • Transactions
  • master data
    • Master
    • Management
    • Quality
    • Information
    • Business
    • Organisation
    • Entities
    • Integration
    • Products
    • Context
    • Entity
    • Transactions
  • reference data
    • Master
    • Management
    • Quality
    • Analytical
    • Information
    • Business
    • Transactional
    • Organisation
    • Transactions
    • Entities
    • Integration
    • Products
  • data quality
    • Master
    • Integration
    • Management
    • Quality
    • Organisation
    • Information
    • Business
    • Product
    • Therefore
    • Thus
    • Treat
    • Entities
  • data portability
    • Master
    • Management
    • Quality
    • Information
    • Business
    • Organisation
    • Entities
    • Integration
    • Products
    • Reference
    • Represents
    • Transactional
  • master data management
    • Master
    • Integration
    • Management
    • Quality
    • Entity
    • Information
    • Business
    • Organisation
    • Entities
    • Organization
    • Product
    • Products
  • externally-defined master data
    • Master
    • Management
    • Quality
    • Information
    • Business
    • Organisation
    • Entities
    • Integration
    • Products
    • Context
    • Entity
    • Transactions
  • information technology
    • Management
    • Integration
    • Entity
    • Master
    • Quality
    • Alternative
    • Definition
    • Iso
    • Organization
    • Product
    • Therefore
    • Across

Connections between topic areas Semantic bridges

For Master data, one of the stronger structural bridges in this analysis connects Master data with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Master data — Overview · splits 11 ⟂ 6
Master data — Alternative definition · splits 12 ⟂ 5
Master data — Master data management · splits 14 ⟂ 3

Map overview Semantic statistics

Master data

Nodes17
Edges16
Triples55
Avg. degree1.88
Density0.117647
Components1

Source & methodology

TTTA analyzes the structure around Master data to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Products, Art & Standards, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Master data · EN edition · Analysis: TopicsToTalkAbout

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