Data Management

Practices for governing, controlling, and enabling data across its lifecycle

Domain: Data Management & Governance

Terms (734)

• 3️⃣ 3Vs
• 5️⃣ 5Vs
• ✅ ACID Transactions
• ⚖️ AI Ethics
• ⚖️ AI Governance
• 🧭 AI Management Systems
• 🧭 AI Risk Management
• 🧭 AI Strategy
• 🎭 AI Washing
• 🛡️ API Management
• 🏛️ ARK
• 🔐 Access Control
• 👤 Account
• 🔖 Account Status
• 🧭 Accountability
• ✅ Accreditation
• ⚙️ Active Metadata
• 📊 Actuals
• 🆔 Acxiom Consumer IDs
• ⚡ Ad-hoc Updates
• 🏷️ Address Standardization
• 🗺️ Administrative Boundary
• 🧩 Affiliation Management
• 🤖 Agent
• ⚖️ Alignment
• 🧩 Amalgamated Data
• 🩺 American Medical Association’s Prescriber Database
• 🏛️ American National Standards Institute
• 🧩 Ancillary Data
• 🏷️ Annotation Property
• 🗝️ Anonymization
• 🏢 Anthropic
• 🗂️ Apache Atlas
• 🛠️ Application Ontology
• 🧩 Applied Ontology
• 🛂 Approval Gates
• ✅ Approval Process
• ✅ Approval Workflow
• 🗄️ Archiving
• 🧾 Attribute Naming
• 🏷️ Attribute-Based Access Control
• 🔎 Audit
• 📜 Audit Logging
• 📜 Audit Trail
• 🪪 Authority File
• 🏛️ Authority Principle
• 🔐 Authorization
• 🟢 Availability
• 📌 Axiom
• 🧪 BASE
• 📊 BI Dashboard
• 🔖 BOM
• 💾 Backup
• 🛡️ Backup and Recovery
• 📦 Batch Ingestion
• 📘 Best Practices
• ⚖️ Bias & Fairness
• ⚖️ Bias Mitigation
• 📦 Bill of Materials
• 🧬 Biological Data
• 🕰️ Bitemporal Modeling
• 🔗 Blockchain
• 🚨 Breach Notification
• 🥉 Bronze Layer
• 🧮 Budget
• 🧭 Business Context
• 🛡️ Business Continuity
• 🧭 Business Data Steward
• 🎯 Business Drivers
• 📖 Business Glossary
• 📈 Business Intelligence
• 📊 Business Intelligence ROI
• 📊 Business Intelligence System
• 🏷️ Business Metadata
• 📏 Business Metrics
• 🤝 Business Partner
• 📐 Business Rules
• 🧭 Business Understanding
• 🏢 Business Unit
• 🏛️ Business-to-Government Data Sharing
• 🧹 C4 Dataset
• 🤝 CARE Principles
• 🛡️ CCPA
• 🧭 CRISP-DM
• 🛡️ California Consumer Privacy Act (CCPA)
• ⚖️ California Privacy Rights Act
• 🏢 Celonis
• 🧮 Census
• 🗺️ Census Tract
• ✅ Certification
• 🎓 Certified Data Management Professional
• 🔄 Change Enablement
• 🔁 Change Management
• 📝 Change Request Process
• 🔤 Character Encoding
• 💳 Chargeback
• 🗂️ Chart of Accounts
• 🏛️ Chief Data Officer
• 🧠 Chief Technology Officer
• 🏛️ Citizens
• 🗂️ Classification Scheme
• 🏥 Clinical Data
• 🔒 Closed World Assumption
• 💸 Cloud Cost Management
• 🧾 Code Set
• 📇 Code Tables
• 🔢 Code Values
• 🛡️ Collibra
• 🗂️ Column-Level Security
• 📚 Common Core Ontology
• 🕸️ Common Crawl
• 🛡️ Common Criteria
• 🇪🇺 Common European Data Spaces
• 🏢 Company Master Data
• ✅ Completeness
• ⚙️ Computational Governance
• 📊 Computational Reference Data
• ⚖️ Conditions-of-Use Agreements
• 🧪 Confirmatory Data Analysis
• 📏 Conformance
• ✅ Consent
• ✅ Consent Management
• 🗄️ Consolidated Approach
• ✔️ Constraint Checking
• 📏 Constraints
• 🛡️ Content Moderation
• 🧠 Context
• 📜 Contract
• 🧪 Controlled Change Principle
• 🗂️ Controlled Terminology
• 📝 Controlled Vocabulary
• ©️ Copyright
• 🧩 Core Ontology
• 🧾 Cost Allocation
• 🧾 Cost Center
• 💸 Cost Optimization
• ⚖️ Cost-Benefit Analysis
• 🌍 Countries
• 🌍 Country Codes
• 🪪 Creative Commons
• 🔁 Cross-Reference
• 🧭 Cross-Reference Lists
• 👥 Crowdsourcing
• 🧑‍🤝‍🧑 Customer 360
• 👥 Customer Data Platform
• 🤝 Customer Relationship Management
• 🛍️ Customers
• 🛡️ Cybersecurity Act
• 🧾 DAMA Dictionary
• 📘 DAMA International
• 📚 DAMA-DMBOK
• 📚 DCAT
• 🗂️ DCAT-AP
• 🗂️ DCMI Metadata Terms
• 🏷️ DUNS Number
• 💾 Data
• 🔐 Data Access
• 🎯 Data Accuracy
• 🛰️ Data Acquisition
• ⚖️ Data Act
• 🤝 Data Altruism
• 🕵️‍♀️ Data Anonymization
• 🧱 Data Architect
• 🧱 Data Architecture
• 📦 Data Archival
• 🗄️ Data Archiving
• 🛟 Data Backup and Recovery
• 🗂️ Data Card
• 📈 Data Change Activity Metrics
• 🔗 Data Citation
• 🧑‍🏫 Data Citizen
• 🏷️ Data Classification
• 🔒 Data Clean Room
• 🧹 Data Cleaning
• 🧼 Data Cleansing Tools
• 🤝📊 Data Collaboratives
• 🌐 Data Commons
• ✅ Data Completeness
• 🔗 Data Consistency
• 📜 Data Contracts
• 🤝 Data Cooperative
• 🧑‍💼 Data Council
• 🌱 Data Culture
• ⏱️ Data Currency
• 🛠️ Data Custodianship
• 🫥 Data De-identification
• ♻️ Data Deduplication
• 🧹 Data Deletion
• 🌐 Data Democratization
• 📖 Data Dictionary
• 🔎 Data Discovery Platform
• 🗑️ Data Disposal
• 🧬 Data Diversity
• 📝 Data Documentation
• 🗂️ Data Domains
• 🕸️ Data Ecosystem
• 🔐 Data Encryption
• ➕ Data Enrichment
• ⚖️ Data Ethics
• 🔬 Data Exploration
• 🧲 Data Extraction
• 🕸️ Data Fabric
• 🗂️ Data Format
• 🕳️ Data Gaps
• 📖 Data Glossary
• 🛡️ Data Governance
• 👥 Data Governance Committee
• 🏢 Data Governance Office
• 🔎 Data Granularity
• 🧼 Data Hygiene
• 🔄 Data Ingestion and Consumption Metrics
• 🔗 Data Integration
• 🔒 Data Integrity
• 🔗 Data Interoperability
• 📦 Data Inventory
• 📜 Data License
• 🔄 Data Lifecycle
• 🔄 Data Lifecycle Management
• 🧭 Data Lineage
• 🎓 Data Literacy
• 🛡️ Data Loss Prevention
• 🗂️ Data Management
• 🧭 Data Management Framework
• 🛒 Data Marketplace
• 🗂️ Data Mart
• 🕶️ Data Masking
• 🧩 Data Matching Engines
• 📈 Data Maturity
• 🕸️ Data Mesh
• 🚚 Data Migration
• ⛏️ Data Mining
• 🧩 Data Model Management
• 💰 Data Monetization
• 🫥 Data Obfuscation
• 🧭 Data Onboarding
• 💾 Data Persistence
• 🔒 Data Privacy
• 📄 Data Processing Agreement
• 🛠️ Data Processor
• ♻️ Data Product Lifecycle
• 🧭 Data Product Manager
• 📦 Data Product Owner
• 🔍 Data Profiling
• 🛡️ Data Protection
• 🔗 Data Provenance
• 🪪 Data Pseudonymization
• 📤 Data Publishing
• 🗑️ Data Purging
• ✅ Data Quality
• 📊 Data Quality Dashboards
• ✅ Data Quality Tools
• 🧩 Data Quantum
• ⚖️ Data Reconciliation
• 🗄️ Data Repository
• 🧱 Data Schema
• 🔄 Data Science Lifecycle
• 🔐 Data Security
• 🔄 Data Sharing
• 🤝 Data Sharing Agreement
• 🛰️ Data Sharing Hub
• 📤 Data Sharing Volume and Usage
• 🗂️ Data Silos
• 🛰️ Data Source
• 🧩 Data Spaces Support Centre
• 📏 Data Standardization
• 📏 Data Standards
• 🧭 Data Steward
• 🧭 Data Steward Coverage Metrics
• 🎯 Data Strategy
• 🙋 Data Subject Access Request
• 🧑‍⚖️ Data Subject Rights
• 🫧 Data Swamp
• 🔁 Data Synchronization
• 🗃️ Data Tiering
• 🔧 Data Transformation
• 🧭 Data Understanding
• 🧰 Data Utility
• 💸 Data Valuation
• 🧩 Data Variety
• 🏰 Data Vault
• ✅ Data Veracity
• 🗃️ Data Version Control
• 🗃️ Data Versioning
• 🌪️ Data Volatility
• 📦 Data Volume
• 🏢 Data Warehouse
• 🏛️ Data Warehousing
• 🧹 Data Wrangling
• 📦 Data as a Product
• 🧩 Data as a Service
• 🏢 Data-Driven Organization
• ⚙️ DataOps
• 🗄️ Database
• 🗄️ Database Management System
• 🗃️ Dataset
• 🗂️ Datasheet for Datasets
• 🔡 Datatype Property
• 🔹 Datum
• 🏷️ David Loshin’s Definition of Master Data
• 🕶️ De-identification
• 🗃️ Dead Letter Queue
• 🕸️ Decentralized Data Architecture
• 🧹 Deduplication
• 📐 Define Architectural Approach
• 📖 Definition
• ⚠️ Deprecation
• 📚 Description Logic
• 🏷️ Descriptions-Labels
• ✅ Deterministic Algorithms
• 🩺 Diagnosis Codes
• 🏥 Diagnosis-Related Group
• 🔐 Digital Certificate Management
• 📜 Digital Content Directive
• 🔗 Digital Object Identifier
• 🏷️ Digital Product Passport
• 🔏 Digital Signature
• 🛡️ Disaster Recovery
• ⚖️ Discrimination
• 📄 Document AI
• 📝 Documentation
• 🗂️ Domain
• 🎯 Domain Knowledge
• 🧩 Domain-Driven Ownership
• 🏷️ Domain-Oriented Data
• 🎁 Donors
• 🏷️ Dublin Core
• 🏷️ Dublin Core Metadata Initiative
• 🏢 Dun and Bradstreet (D&B) Company Directory
• 🧭 Duplicate Identification
• 💾 Durability
• 🧱 Durability (ACID)
• 📘 EDM Council DCAM
• 🛡️ ELTG
• 🔄 ETL
• 📠 Electronic Data Interchange
• 🏥 Electronic Health Record
• 🗄️ Encrypting Files
• 🔒 Encryption at Rest
• 🏛️ Enterprise Architecture
• 🏗️ Enterprise Data Architecture
• 🏢 Enterprise Data Model
• 🏢 Enterprise Data Warehouse
• 🏭 Enterprise Resource Planning
• 🏢 Enterprise Structure Data
• 🆔 Entity Identity Information Management
• 🧩 Entity Resolution
• 🔐 Envelope Encryption
• ♾️ Equivalence Relationship
• ⚖️ Establish Governance Policies
• 🏛️ European Data Innovation Board
• 🗺️ European Data Union Strategy
• 🔬 European Open Science Cloud
• 🧭 European Strategy for Data
• 🔎 Evaluate and Assess Data Sources
• 🧩 Experian Consumer IDs
• 🔄 Extract-Transform-Load
• 🧭 FAIR Data
• 🔍 FAIR Principles
• 🏥 FHIR
• 🛡️ FIPS
• 🏳️ FIPS Country Codes
• 📊 Fact Table
• 🙈 False Negative
• ⚠️ False Positive
• 📇 Feature Registry
• 🧩 Feature Store
• 🧬 Federated Computational Governance
• 🫱🏻‍🫲🏽 Federated Governance
• 🧮 Fellegi–Sunter Model
• 🔎 Filtering
• 💸 FinOps
• 💰 Financial Master Data
• 🛡️ Fine-Grained Access Control
• 🏷️ Folksonomy
• 🔗 Foreign Key
• 🧪 Formal Ontological Analysis
• 🌐 Free Flow of Non-Personal Data
• 💾 Full Backup
• 1️⃣ Functional Property
• 📊 Gartner
• 🧩 Gartner’s Definition of Master Data Management
• 📒 General Ledger Accounts
• 🗺️ Geographic-Geo-Statistical Data
• 🔑 Global ID
• 🗂️ Global Industry Classification Standard
• 📚 Glossary
• 🎯 Goal Cascade
• 🥇 Golden Record
• ⚖️ Governance
• 📜 Governance Policies
• 🛡️ Governance as Code
• ✅ Great Expectations
• 🏥 HL7 v2
• 🔗 Handle System
• 🔐 Hardware Security Module
• ️⃣ Hash Function
• 🏥 Health Data
• 🏗️ Heavy-weight Ontology
• 🧩 Heterogeneous Data
• 🗂️ Hierarchy Management
• 🕰️ Historical Versions
• 🧱 Homogeneous Data
• 🔐 Homomorphic Encryption
• ☁️ Hybrid Cloud
• 🛂 IAM
• 🏥 ICD Codes
• 🧾 ICD-10 Codes
• 🏥 ICD-9 Codes
• 🌐 ISO
• 🗺️ ISO 19115
• ⚠️ ISO 31000
• 🌐 ISO 3166
• 📜 ISO 8000
• 🗺️ ISO State Codes
• ⚖️ ISO-IEC 23894
• ✅ ISO-IEC 25012
• 🔐 ISO-IEC 27001
• 🧭 ISO-IEC 42001
• 🧭 IT Governance
• 🧭 Identify Drivers and Requirements
• 🆔 Identity
• 🧩 Identity Resolution
• 🧾 Immutable Log
• 💾 Incremental Backup
• 🗂️ Industry Classification
• 🧾 Industry Reference Data
• 📏 Industry Standards
• ℹ️ Information
• 📝 Information Analyst
• ⚖️ Information Asymmetry
• ♻️ Information Lifecycle Management
• 🔐 Information Security Management System
• 🏛️ Inmon Methodology
• 🏥 International Classification of Diseases
• 🏷️ International Standard Industrial Classification
• 🆔 Inverse Functional Property
• 🔒 Item Level Security
• 🧠 KDD
• 🗝️ Key Management
• 🏷️ Key Management Service
• ♻️ Key Rotation
• 📊 Kimball Methodology
• 📚 Knowledge
• 📚 Knowledge Base
• 🗂️ Knowledge Management System
• 📚 Knowledge Organization
• 🗃️ Knowledge Organization System
• 🧠 Knowledge Representation
• 🗃️ Knowledge Taxonomy
• 🛡️ Kyverno
• 🧩 LAION-5B
• 🗂️ LDAP
• 🧬 LOINC
• 🏷️ Labeled Data
• ✍️ Labeling
• 🏷️ Lakehouse Domain
• ♻️ Lean
• 🏛️ Legal Entity
• 🏛️ Legal Entity Identifier
• 🏛️ Legal Master Data
• 📚 Lexical Resource
• 📜 Licensing
• ♻️ Lifecycle Policies
• 🪶 Light-weight Ontology
• 🧭 Lineage
• 🔗 Linked Data
• 🏘️ Local Data Hub
• 🗄️ Local Data Store
• 📍 Location Master Data
• 🛠️ MDM Application Platforms
• 🧩 MNAR
• 🧰 Maintainability
• 🗂️ Malcolm Chisholm’s Six-Layer Taxonomy
• 🔐 Mandatory Access Control
• 🏗️ Manufacturing Execution Systems
• 🔗 Mapping Relation
• 🐬 MariaDB
• 🧺 Market Basket Analysis
• 💹 Market Data
• 🧩 Master Data
• 🧹 Master Data Analyst
• 🧭 Master Data Management
• 🧭 Master Data System
• 🫱🏻‍🫲🏽 Match-Link Rules
• 🧱 Match-Merge Rules
• 🔗 Matching
• 📏 Measurement Error
• 🌳 Merkle Tree
• 🏷️ Metadata
• 📥 Metadata Harvesting
• 🗂️ Metadata Management
• 🏷️ Metadata Policies
• 🗂️ Metadata Repositories
• 🗂️ Metadata Schema
• ⚠️ Misinformation
• ❓ Missing Data
• 🛡️ Mitigation
• ⚖️ Model Governance
• 📜 Model Provenance
• 🗂️ Model Registry
• 🔎 Model Transparency
• 📡 Monitor Data Movement
• 🛰️ Monte Carlo Data
• ☁️ Multi-Cloud
• 🌐 Multi-Language Lists
• 🏭 NAICS
• 🏭 NAICS Codes
• 🏛️ NIST
• 📘 NIST AI Risk Management Framework
• 🛡️ NIST Privacy Framework
• 🗂️ Named Graph
• 📏 National Institute of Standards and Technology (NIST)
• 🧩 Non-Personal Data
• 🧩 Normalization
• 🧬 OBO Foundry
• 🔗 OData
• 📊 OLAP
• 🦉 OWL
• 🗑️ Obsolescence
• 🗄️ Offline Feature Store
• 🧠 Ontology
• 📚 Ontology Library
• 🔗 Ontology Reuse
• 🔄 Ontology Versioning
• 🌐 Open Data
• 📜 Open Data Contract
• 🗂️ Open Data Directive
• 🔓 Open Data and Code Sets
• 🌐 Open Dataset
• 🏛️ Open Government Data
• 👐 Open LLM
• 🔓 Open License
• 📄 Open Model Spec
• 🔬 Open Science
• 🧩 Open Source AI
• 🔗 Open Standards
• ⚖️ Open Weight Model
• 🧭 OpenLineage
• 🗂️ OpenMetadata
• 🧭 Operating Model
• ✅ Operational Consistency
• 🗄️ Operational Data System
• 📊 Operational Metadata
• ⚙️ Operational Metrics
• 🧾 Order Status
• 🔢 Ordinal Data
• 🧭 Ownership Principle
• 🧭 PROV-O
• 🤝 Partners
• 👥 Party Master Data
• 🩺 Patients
• 💳 Payment Card Industry Data Security Standard
• ⏰ Periodic Data Refreshment
• 🔖 Persistent Identifier
• 🗓️ Planned Changes
• 🕰️ Point-in-Time Recovery
• 📜 Policy Design
• ⚖️ Policy Enforcement
• 🎛️ Policy Lever
• 📜 Policy-Based Access Control
• 📄 Portable Document Format
• 📈 Predictive Analytics
• 🛡️ Privacy-Preserving
• 🎲 Probabilistic Algorithms
• 🛠️ Problem Management
• 🏥 Procedure Codes
• 🏭 Process Mining
• 🧾 Processing Log Analysis
• 📦 Product Classification
• 🗂️ Product Data Management
• 🧩 Product Lifecycle Management
• 📦 Product Master Data
• 💰 Profit Center
• 📅 Project Management Data
• 📆 Projects
• 🔒 Proprietary Dataset
• 🔒 Proprietary Model
• 🔒 Proprietary Standards
• 🏷️ Proprietary-Internal Reference Data
• 🏥 Protected Health Information
• 🔗 Provenance
• 🕸️ Provenance Graph
• 🧩 Proxy
• 🕵️‍♂️ Pseudonymization
• 🆓 Public Domain
• 📤 Publish Reference and Master Data
• 🎯 Purpose Limitation
• 🧪 Quality Assurance
• ✅ Quality Control
• ✅ Quality Principle
• 🗂️ RACI Matrix
• 🗝️ RBAC
• 📄 RFC 4180
• 🛑 Ransomware
• 📥 Raw Data
• 🔒 Read Committed
• 🗂️ Records Management
• 📓 Records of Processing Activities
• ⏱️ Recovery Point Objective
• ⏳ Recovery Time Objective
• 🏷️ Reference Data
• 📚 Reference Data Management
• 🗂️ Reference Data Management Systems
• 🗂️ Registry Architecture
• 🗂️ Relational Database
• 🧬 Replicate
• 📊 Reporting
• 🔁 Reproduction
• 🧭 Requirements Engineering
• 🧑‍💼 Resource Ownership
• 🛠️ Resource Utilization Protocols
• 📐 Restriction
• 🗄️ Retention Policy
• ↩️ Reversibility
• 🧽 Right to be Forgotten
• ⚖️ Risk Assessment
• ⚠️ Risk Management
• 🧩 Row Level Changes
• 🧱 Row-Level Security
• 📜 Rule
• 🧠 Rule-Based System
• 🧊 S3 Glacier
• 🏢 SAP
• 📊 SAS
• 🧩 SHACL
• 🏢 SIC
• 🔐 SOC 2
• ☁️ SaaS
• 📑 Sarbanes–Oxley Act
• 🧭 Scenario Planning
• 🗺️ Schema Mapping
• 🧩 Schema Matching
• 🧱 Schema Versioning
• 🧱 Schema-on-Write
• 🧱 Schema-ontology
• 📊 Scorecard
• 🧼 Scrubbing
• 🔐 Security
• 🧩 Segregation of Duties
• 🧩 Self-Service Analytics
• 📊 Self-Service Business Intelligence
• 🛠️ Self-Service Data Infrastructure
• 🔄 Semantic Consistency
• 🔀 Semantic Heterogeneity
• ⚠️ Semantic Issues
• 🛡️ Sensitive Attribute
• ⚠️ Sensitive Data
• 🕶️ Shadow IT
• 🗂️ Shapefile
• 📊 Showback
• 🥈 Silver Layer
• 🎯 Similarity Analysis
• 🗂️ Simple Knowledge Organization System
• 🗂️ Simple Reference List
• 👁️ Single View
• 📉 Six Sigma
• 🧱 Smart Open-source Middleware
• 📸 Snapshot Isolation
• 🖼️ Snapshotting
• 🗑️ Soft Delete
• 🔌 Source System
• 🏛️ Sovereignty
• 📄 Specification
• 📊 Spreadsheet
• 🤝 Stakeholder Engagement
• 🤝 Stakeholder Management
• 📣 Stakeholder Notification
• 🗺️ State Codes
• 🗺️ States-Provinces
• 📊 Statistical Process Control
• 🛡️ Stewardship
• 🛡️ Stewardship Principle
• 🗂️ Structured Data
• 🏷️ Subject Heading Scheme
• 🏭 Suppliers
• 🗃️ Survivorship
• 🧭 Survivorship Rules
• 🔗 Synonym Ring
• 🔤 Synset
• 🧭 System of Reference
• 📋 TDSP
• 🧠 Tacit Knowledge
• 🏷️ Tagging
• 📼 Tape Storage
• 🗂️ Taxonomy
• 🗃️ Taxonomy Management Tools
• 🛠️ Technical Drivers
• 🧩 Technical Metadata
• 🚀 Technology Readiness Level
• 📖 Terminology
• 📚 The Pile
• 🌐 Third-Party Data
• 🕰️ Time Travelling
• ⏰ Timeliness
• 🔒 Tokenization (Security)
• 🗂️ Topic-ontology
• 🧵 Traceability
• 📚 Training Data
• 🧾 Transaction Activity Data
• 🕵️ Transaction Audit Data
• 🔄 Transaction Hub
• 🧩 Transaction Structure Data
• 🧾 Transactional Data
• 🔧 Transformation
• 🔎 Transparency
• ✅ Trustworthy AI
• 🗺️ UN M49
• 🔖 UNSPSC
• 📬 USPS State Codes
• 🔡 UTF-16
• 🔗 UTM
• 🆔 UUID
• 🔐 Unified Data Access Control
• 🔒 Unique Constraint
• 🆔 Uniqueness
• 🗂️ Unity Catalog
• 🧩 Unlabeled Data
• 🧭 Upper Ontology Alignment
• ✔️ Validation Rules
• 🏷️ Value Set
• 🏪 Vendors
• 🔗 VoID
• 📦 Volume
• 🕸️ W3C
• 📚 W3C DCAT
• 🗂️ Warehouse Workspace
• 💧 Watermarking
• 🎯 Weighted Approximate Matching
• 🗃️ Wikidata
• 🧠 Wisdom
• 👥 Workspace Role
• 🧾 XML
• 🏥 openEHR
• 🔄 owl:sameAs