WHAT ARE THE 7 VS. OF BIG DATA?

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WHAT ARE THE 7 VS. OF BIG DATA?

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 

VELOCYTY

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

Sensors in automobiles that send information instantaneously.

Transmission of data occurring in real time on the stock exchange

VERACITY

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

Información meteorológica que es obtenida de múltiples fuentes.

Medical data that is stored in electronic health records.

VALUE

These are the benefits and insights gained from data analysis.

Transportation route optimization achieved through data analysis

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

VARIABILITY

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

Changes occurring in Google search trends.

VARIETY

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

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

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

Relational databases containing structured data.

VISUALIZATION

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

Example

Trend graphs found in data analysis applications.

Interactive control panels that are used in companies.

VOLUMEN

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

Data from social networks such as

Facebook