5 Vs of big data
The 5 Vs of big data are five key characteristics that define the concept of big data. These characteristics help to understand the nature of big data and how it can be effectively analyzed and used. Let’s look at these in more detail, as follows:
- Volume: Big data refers to extremely large datasets that are too large to be processed using traditional methods. These datasets can range from a few terabytes to several petabytes in size.
For example, Twitter alone generates over 500 million tweets per day, which amounts to a large volume of data that must be stored, processed, and analyzed. Another example of big data would be data generated by large e-commerce companies such as Amazon. This data may include customer purchase history, website clickstream data, and customer service interactions. This data can be collected from various sources such as online transactions, mobile apps, social media, emails, and customer service interactions. All of this...