Before we continue, it is worth understanding what we mean by a “Big Data Visualization”. Big Data, by definition, involves working with millions of data points. In fact, one of the “Four V’s” that characterize Big Data is “Volume”. Recent years have seen an explosion of data in all areas of life, and businesses have realized the potential of these large quantities. However, simply having the data is not enough, the value comes in analyzing it and extracting “Insights”. The term “Visualization” simply refers to the way in which this information is presented in an understandable, and often interactive, way. We work with our partner, Qlik, in order to provide high quality visualizations.
|Figure 1 : Infographics and pie charts can be replaced by VR visualizations.|
Using Virtual Reality to aid data visualization is not a new development. In fact, the University of Washington Human Interface Technologies has been working in the area for over 20 years. However, virtual visualization can now benefit from recent developments in the fields of Artificial Intelligence, Machine Learning and Virtual Reality itself. Perhaps the company best known for merging Big Data and Virtual Reality is Virtualitics, whose VR platform claims to be “the first collaborative data exploration platform that merges Artificial Intelligence, Big Data and Mixed Reality.”
In a demonstration that you can watch on YouTube, one can see some of the amazing benefits that VR can bring to data visualization tools:
- With a virtual visualization, multiple members of you team can collaborate at the same time, with data that updates in real time. This has particular useful applications for global companies where teams are often connecting from the other side of the world. Traditional ways of displaying data can sometimes be hard to explain, but when viewing them in virtual reality you can explain certain ideas more easily.
- VR can also bring a new level of immersiveness to data analysis. As humans, we can only process a limited amount of data at once, and as more data is added, our “processors” begin to struggle. In a VR data visualization, users can reach out and touch, manipulate and move the data in order to understand what it is showing you.
- The understanding of data is one of the area was VR really excels. As shown in the Virtualitics demo, data can be viewed in up to 10 dimensions, which means that user can see specific trends with greater ease. Additionally, machine learning can be used to analyze human interactions and expressions and thus change the graphics accordingly.
|Figure 2 : Virtual Reality can bring a new immersiveness to understanding data.|