Example

WHAT ARE THE 7 VS. OF BIG DATA?

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It is a set of data that is extremely large and complex requiring advanced technologies for storage processing and analysis.Example: Data that is generated by IoT sensors in smart cities.Example: Customer records found in e-commerce platforms.and is known as the seven 

VOLUMEN

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Volume refers to the large amount of data that is constantly being generated.

Data from social networks such as

Facebook

Facebook

VISUALIZATION

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These are the tools and techniques used to represent data in an understandable way (graphs, dashboards, visual reports).

Example

Interactive control panels that are used in companies.

Trend graphs found in data analysis applications.

Trend graphs found in data analysis applications.

VARIETY

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It refers to the diversity of sources and formats in which data are found (structured, unstructured and semi-structured).

Example

Relational databases containing structured data.

Images and videos that are shared on social networks (unstructured).

Archivos que están en formatos XML y JSON (semiestructurados).

VARIABILITY

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They are the inconsistencies that occur in the flow of data and the changes in their meaning over time.

Example

Changes occurring in Google search trends.

Changes occurring in Google search trends.

VALUE

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These are the benefits and insights gained from data analysis.

Example

Prediction of purchases made by customers on e-commerce platforms.

Prediction of purchases made by customers on e-commerce platforms.

Transportation route optimization achieved through data analysis

Transportation route optimization achieved through data analysis

VERACITY

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It is the quality and reliability of the data, ensuring its accuracy.

Example

Medical data that is stored in electronic health records.

Medical data that is stored in electronic health records.

Información meteorológica que es obtenida de múltiples fuentes.

Información meteorológica que es obtenida de múltiples fuentes.

VELOCYTY

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It is the speed with which data is generated, collected and analyzed.

Example

Transmission of data occurring in real time on the stock exchange

Sensors in automobiles that send information instantaneously.