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Good takeaway from this week lesson is to learn the various techniques as well as introduction of some tools for visualizing and analysing the multidimensional data.

The dataset that we usually work on store many attributes. Thus it's value-add to gain insights to the relationship between some set of attributes (multivariate) and how these multivariate profile compares to others. On the other side, supporting visual analytics of multidimensional data sets requires a high degree of user interactivity and this could go beyond the conventional challenges of visualizing such data sets. The visualisation should allows user to drill down easily through the user-centered thought through queries by interactively selecting, filtering into the multidimensional data.