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11 Types of Source Data

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Source data is information that hasn't be processed. The term is used for original data that is collected at its source. The following are common types of source data.

User Input

User input such as a form submitted by a customer.

Events

An event such as a customer who clicks on a product description.

Sensors

Raw data from a sensor such as a microphone.

Machine Data

Data produced by a machine such as a scientific instrument.

Transactions

Commercially relevant transactions such as an ecommerce purchase or stock trade.

Reference Data

Data that is used in many places but changes rarely such as a country code or stock ticker.

Knowledge

Information generated by people that is assessed as valuable such as a document created by a domain expert.

Observations

Observations recorded by a person or instrument such as the results of an experiment.

Natural Language

Natural language such as an interview with a lead user.

Media

Information that has creative or informational value such as a photo or video.

Communication

Communication such an email.
Overview: Source Data
Type
Definition
Information that hasn't be processed.
Value
Tracing things back to source data is often required to validate or audit calculated data.
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Types Of Data

The basic types of data.

Transactional Data

A definition of transactional data with examples.

Machine Data

The common types of machine data.

Reference Data

A definition of reference data with examples.

Master Data

A definition of master data with examples.

Quantitative Data

The common types of quantitative data.

Atomic Data

A definition of atomic data with examples.

Context Awareness

The common types of context awareness.

Data In Use

A definition of data in use with examples.

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An overview of data with a list of examples.

Qualitative Data

A definition of qualitative data with examples.

Data In Rest

A definition of data in rest with examples.

Data Degradation

The basic types of data degradation.

Data Volume

The definition of data volume with examples.

Data Uncertainty

A definition of data uncertainty with examples.

Data Infrastructure

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Qualitative Data vs Quantitative Data

The difference between qualitative data and quantitative data.
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