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The External and Internal Characteristics of Big Data

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Words: 618 |

Page: 1|

4 min read

Published: Dec 5, 2018

Words: 618|Page: 1|4 min read

Published: Dec 5, 2018

Big data resembles to a data flood. The abundance of data extends day by day. Big data focus on the huge extent of data. The data may be in the form of structured, unstructured and semi structured. The structured data consist of text files that can be displayed in rows and columns. It can be easily processed. The unstructured data is opposite to structured. Data cannot be displayed in relational database. The example of unstructured data may be word processing document, presentation, audio, video, email and also many other business documents. The third category is semi structured data in which xml, JSON and NoSQL database include.

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The term big data highly linked with unstructured data. We can say that 80% of data in big data is unstructured. In actual big data refers to the data that is not handled by traditional database. The traditional database system holds the data in term of Gigabytes, while in big data it stores data in petabytes, exabytes, zettabytes, etc. Companies need to retain or hire the highly experienced staff for the deep analytical view of big data. The age of big data continuously increasing in most popular social site likes Facebook, twitter. Big data understanding will be different according to business, technology and industry terms. McKinsey defied five following units in which data rapidly grows. These are Healthcare, Public sector, retail, Manufacturing and personal location data. The main advantage of the big data it provides scalability and data analytics.

The examples of big data are in real life scenarios like banks, social media, web data and any type of daily transactions. Big data definition complete with these five V’s volume, variety, velocity, veracity, Value. So, here are the 5 V’s of big data that elaborate in plain language.

Volume: In big data terms the word “big” defines the volume. in future the data will be in terms of zettabytes. From social networking sites a large amount of data is being shared. Here are some interesting stats that show the volume of data. According to internet live stats in 1 sec there is:

  • 64,551 google searches
  • 7,886 tweets on twitter
  • 822 Instagram photos uploaded in 1 sec
  • 72,179 YouTube videos viewed in 1 sec
  • 2,655,007 emails sent in 1 sec including spam mails
  • 52,180 GB of internet traffic in 1 sec
  • 2.5 million pieces of content shares by fb users
  • 571 websites created every minute of the day

Variety: As I discussed the types of data structured, semi structured and un structured. These types of data are difficult to handle by traditional database system. Various types of data is called variety .In these days a lot of structured data is generated.

Velocity: The speed of data at which it is being created known as velocity. A few examples of data spawned from social networking sites are tweets on twitter, status/comments/shares on the Facebook and many others. The data is generated in Real time, near real time, hourly, daily, weekly, monthly, and yearly, batch and so on.

Veracity: The conformity of data. The attributes of veracity include the accuracy, integrity and authenticity of data. It leads to the uncertainty of data, whether the data is verified or not.

Vagueness: Confusion about big data is named vagueness. There are different tools that are used to handle the big data. Is it Hadoop, hive, Map reduce, Apache pig or any other?

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Value: The last but not least, Value is the most important characteristics of big data .It ensures that the achieved data is useful or not for the organization. Value added information will have great affect to boost up the organization.

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The External and Internal Characteristics of Big Data. (2018, December 03). GradesFixer. Retrieved April 20, 2024, from https://gradesfixer.com/free-essay-examples/big-data-2/
“The External and Internal Characteristics of Big Data.” GradesFixer, 03 Dec. 2018, gradesfixer.com/free-essay-examples/big-data-2/
The External and Internal Characteristics of Big Data. [online]. Available at: <https://gradesfixer.com/free-essay-examples/big-data-2/> [Accessed 20 Apr. 2024].
The External and Internal Characteristics of Big Data [Internet]. GradesFixer. 2018 Dec 03 [cited 2024 Apr 20]. Available from: https://gradesfixer.com/free-essay-examples/big-data-2/
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