A-Z Popular New Data Search »
Data
 
Technology Guides

3 Examples of Data Abstraction

 , updated on
Data abstraction is the design of data based on abstract concepts as opposed to physical realities. The term is associated with intuitive and easy to understand representations of complex data. The following are illustrative examples.

Calculations

A weather forecast offers intuitive data based on concepts such as "probability of precipitation" that are based on weather algorithms that process data collected from weather stations and satellites. The concept drops details such as confidence intervals and margin of error.

Data Collection

A metric such as customer satisfaction rate is based on quantification of an abstract question such as "How would you rate our service?" Although the concept of "satisfaction" is abstract it may be taken as seriously as concrete numbers such as revenue.

Data Structures

Programming languages and APIs typically offer abstract data types that provide an intuitive way to store and access data. For example, a List data type allows data to be stored as an ordered sequence. A List offers programmers intuitive methods to access data without the need to understand how data is actually structured and managed.
Overview: Data Abstraction
Area
Definition (1)
Data based on abstract concepts.
Definition (2)
Data based on an intuitive concept.
Definition (3)
Data that is collected, calculated or structured based on a concept that differs from concrete physical realities.
Related Concepts
Next: Abstract Concepts

Data

This is the complete list of articles we have written about data.
Abstract Data
Atomic Data
Big Data
Causality
Cohort
Cohort Analysis
Dark Data
Data
Data Analysis
Data Architecture
Data Attribute
Data Cleansing
Data Collection
Data Complexity
Data Consumer
Data Control
Data Corruption
Data Custodian
Data Degradation
Data Dredging
Data Entity
Data Federation
Data Integration
Data Integrity
Data Liberation
Data Lineage
Data Literacy
Data Loss
Data Management
Data Massage
Data Migration
Data Mining
Data Owner
Data Producer
Data Quality
Data Remanence
Data Risks
Data Rot
Data Science
Data Security
Data States
Data Transformation
Data Uncertainty
Data Veracity
Data View
Data Virtualization
Data Volume
Data Wipe
Decision Support
Deep Magic
Degaussing
Empirical Evidence
ETL
Event Data
Hard Data
Information Assurance
Legacy Data
Machine Data
Market Research
Master Data
Metadata
Metrics
Misuse of Statistics
Overfitting
Personal Data
Personal Information
Predictive Analytics
Primary Data
Primary Research
Privacy
Qualitative Data
Qualitative Info
Quantification
Quantitative Data
Raw Data
Reference Data
Small Data
Soft Data
Source Data
Statistical Analysis
Statistical Population
Structured Data
Transaction Processing
Transactional Data
Types Of Data
Unstructured Data
If you enjoyed this page, please consider bookmarking Simplicable.
 

Data

An overview of data with a list of examples.

Types Of Data

The basic types of data.

Dark Data

The definition of dark data with examples.

Data Massage

The mysteries of data massage.

Data Definition

Several useful definitions of data.

Analytics

A definition of analytics with examples.

Data vs Information

The difference between data and information.

Hard Data vs Soft Data

The difference between hard data and soft data.

Human Readable

A definition of human readable.

Data Loss

The common types of data loss.

Metrics

An reasonably comprehensive list of metrics.

Marketing Metrics

A list of common ways to measure marketing results.

IT Metrics

A list of commonly used IT metrics.

Innovation Metrics

How to measure innovation including early stage, late stage and overall program metrics.

Metrics vs Measurements

The difference between a metric and a measurement.

Best In Class

A definition of best in class with examples.

Data-Driven Business

The common types of data-driven business.

Cycle Time

A definition of cycle time with examples.

Labor Productivity

How to calculate labor productivity with examples.

Cost Effectiveness

A definition of cost effectiveness with example calculations.
The most popular articles on Simplicable in the past day.

New Articles

Recent posts or updates on Simplicable.
Site Map