Artificial Intelligence
Data Source
Plain English
Where glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term comes from.
Definition
A glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term source is the origin from which data is collected or accessed.
In practice
Examples include databases, APIs, user inputs, sensors, or third-party glossaryPlatformA platform is a system or environment that enables users, services, or applications to interact, build, or operate.Open glossary term.
In context
The question that saves months is which source is authoritative. Three glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term holding a customer's address is three sources and one unresolved argument.
The reality
Different glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term sources often have inconsistent formats and glossaryReliabilityReliability is the ability of a system to consistently perform as expected without failure.Open glossary term issues.
Compared with
Data Source vs Dataset
A source is where glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term originates and keeps producing. A glossaryDatasetA dataset is a structured collection of data used for analysis, training models, or processing.Open glossary term is a defined collection, usually a snapshot taken for a purpose. Sources change; datasets are fixed once assembled.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is a data source?
It is the origin of glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term used in glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term or analysis.
What are examples of data sources?
Databases, APIs, and user input.
Why are data sources important?
They determine the quality and glossaryReliabilityReliability is the ability of a system to consistently perform as expected without failure.Open glossary term of glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term.
What issues can data sources have?
Inconsistency, inaccuracy, and lack of structure.
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