4.1 Data Flashcards
Define Data
Collection of facts
What is obtained from data?
All knowledge
Why is it vital to look after data (and information)?
Accurate
Unique
Secure
Define Big Data
Data that’s so large, fast or complex that it’s difficult / impossible to process using traditional methods
Who articulated big data as the three V’s and when did it happen?
Doug Laney
Early 2000’s
What are the three V’s?
Volume
Velocity
Variety
Define each of the three V’s
Volume: Organisations collect data from variety of sources Business transactions Smart IOT devices Industrial equipment Videos Social media
Velocity:
Data streams into business at unprecedented speed (real time) and must be handled in timely manner
Variety:
Data comes in all types of formats
Structured - numeric data in traditional databases
Unstructured - text documents, emails, videos, audios, stock ticker data, financial transactions
What are the big 10 applications of big data?
- Banking
- Communication, media, entertainment
- Healthcare
- Education
- Manufacturing and natural resources
- Government
- Insurance
- Retail and wholesale
- Transport
- Energy and utilities