Task

Parallel coordinates provide insight into multidimensional data. The interaction with this high dimensional visualization in comibination with statistic analysis is used to explore the datasets.

For this purpose a k means clustering, a principal component analysis (PCA) and the calculation of the Mahalanobis and robust distance was implemented.

Additionally a scatterplot visualization was added to the parallel coordinates view and an outlier detection application was implemented.

This work is structured as follows: