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Data Taxonomy
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Data Taxonomy

Definition updated on November 2023

What is data taxonomy?

Data taxonomy is a classification scheme that organizes data into categories and subcategories, often hierarchically. It is used to promote better data understanding, management, and retrieval.

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🧩
Multi-Dimensional Analysis
What is multi-dimensional analysis?
M
🌾
Metadata Harvesting
What is metadata harvesting?
M
🏭
Machine Data
What is machine data?
M
🧠
Logical Data Model
What is a logical data model?
L
🛠️
Legacy Data Integration
What is legacy data integration?
L
🔗
Linked Data
What is linked data?
L
🌊
Lagrangian Data Analysis
What is Lagrangian data analysis?
L
🏛️
Information Architecture
What is information architecture?
I
🕸️
Knowledge Graph
What is a knowledge graph?
K
📊
Key Performance Indicators (KPI)
What are KPIs?
K
🔄
JSON Data Interchange Format
What is JSON data format?
J
💻
In-Memory Computing
What is in-memory computing?
I
🌐
Internet of Things (IoT) Data
What is IoT data?
I
📡
Information Theory
What is information theory?
I
🧬
Feature Extraction
What is feature extraction?
F
🔍
Indexing and Searching
What is indexing and searching?
I
📈
Incremental Learning
What is incremental learning?
I
🧩
Hybrid Data Models
What are hybrid data models?
H
🔐
Homomorphic Encryption
What is homomorphic encryption?
H
💻
High-Performance Computing
What is high-performance computing?
H
🤔
Heuristic Analysis
What is heuristic analysis?
H
🗂️
Hierarchical Data Format
What is hierarchical data format?
H
🔐
Differential Privacy
What is differential privacy?
D
🕸️
Graph Databases
What are graph databases?
G
🔍
Forensic Data Analysis
What is forensic data analysis?
F
🔄
File Format Conversion
What is file format conversion?
F
🔒
Field-Level Encryption
What is field-level encryption?
F
🤝
Federated Learning
What is federated learning?
F
⚙️
Extract, Load, Transform (ELT)
What is Extract, Load, Transform (ELT)?
E
🏢
Enterprise Data Management
What is enterprise data management?
E
🔗
Entity Resolution
What is entity resolution?
E
🌐
Edge Computing
What is edge computing?
E
🗃️
Document Storage
What is document storage?
D
📐
Dimensional Modeling
What is dimensional modeling?
D
🔍
Diagnostic Analytics
What is diagnostic analytics?
D
🔎
Digital Forensics
What is digital forensics?
D
📊
Descriptive Analytics
What is descriptive analytics?
D
📊
Data Visualization Tools
What are data visualization tools?
D
💡
Decision Support Systems
What are decision support systems?
D
💾
Database Design
What is database design?
D
📑
Database Indexing
What is database indexing?
D
🔗
Data Value Chain
What is the data value chain?
D
📊
Data Utilization
What is data utilization?
D
🚦
Data Traffic Analysis
What is data traffic analysis?
D
🔄
Data Transformation Services
What are data transformation services?
D
🧙‍♂️
Data Transmutation
What is data transmutation?
D
🔍
Data Tracing
What is data tracing?
D
🔲
Data Subsetting
What is data subsetting?
D
🏗️
Data Structuring
What is data structuring?
D
🌊
Data Streaming
What is data streaming?
D
🛂
Data Steward
Who is a data steward?
D
🔢
Data Serialization
What is data serialization?
D
📚
Data Semantics
What are data semantics?
D
🧪
Data Science Platforms
What are data science platforms?
D
🕰️
Data Retention
What is data retention?
D
🤝
Data Reconciliation
What is data reconciliation?
D
🛡️
Data Resilience
What is data resilience?
D
⛑️
Data Recovery
What is data recovery?
D
🚦
Data Readiness Levels
What are Data Readiness Levels?
D
💠
Data Refinement
What is data refinement?
D
📇
Data Registries
What are data registries?
D
🗜️
Data Reduction
What is data reduction?
D
✔️
Data Quality Assurance
What is data quality assurance?
D
🎼
Data Orchestration
What is data orchestration?
D
⚙️
Data Operations (DataOps)
What are Data Operations (DataOps)?
D
🛡️
Data Obfuscation
What is data obfuscation?
D
📘
Data Literacy
What is data literacy?
D
🔎
Data Discovery
What is data discovery?
D
📚
Data Curation
What is data curation?
D
🎨
Data Blending
What is data blending?
D
🚚
Data Migration
What is data migration?
D
🔍
Data Normalization
What is data normalization?
D
♻️
Data Deduplication
What is data deduplication?
D
🕵️
Data Profiling
What is data profiling?
D
📈
Data Mashup
What is a data mashup?
D
✨
Data Enrichment
What is data enrichment?
D
👑
Master Data Management
What is master data management?
M
🚧
Data Staging
What is data staging?
D
🧹
Data Cleansing
What is data cleansing?
D
🔄
Data Lifecycle Management
What is data lifecycle management?
D
📏
Data Standards
What are data standards?
D
🔢
Quantitative Analysis
What is quantitative analysis?
Q
🗂️
Metadata Management
What is metadata management?
M
🌐
Data Federation
What is data federation?
D
🧠
Knowledge Discovery
What is knowledge discovery?
K
📜
Data Provenance
What is data provenance?
D
🔍
Information Retrieval
What is information retrieval?
I
🏪
Data Marts
What are data marts?
D
📊
Data Modeling
What is data modeling?
D
🆓
Open-Source Software Licensing
What is open-source software licensing?
O
💡
Patent Filings
What are patent filings?
P
📝
Terms of Use and Privacy Policies
What are terms of use and privacy policies?
T
📝
API Terms of Service
What are API terms of service?
A
🕵️‍♀️
Copyright Infringement Detection
What is copyright infringement detection?
C
®️
Trademark Protection
What is trademark protection?
T
📜
DMCA Takedown Notices
What are DMCA takedown notices?
D
⛔️
Anti-Piracy Measures
What are anti-piracy measures?
A
🔒
Digital Rights Management
What is digital rights management?
D
💻
Software Licensing
What is software licensing?
S
⚖️
Legal and Regulatory Frameworks
What are legal and regulatory frameworks?
L
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