Application - Financial Data

In this example, we use 5 years of financial data to examine changes over time. The first figure describes the data dimensions, the second shows the entire data set using scatterplots, and the rest of the figures show parallel coordinates views for each year. We can see that certain years have much more variability than others, and relations between some of the dimensions become apparent. We could also brush over months to see seasonal variations.