I have an output of 200+ data points, each one a vector of about 10 attributes. The data points have been processed into K groups, by applying a Kmeans algorithm to the collection.
My question is the following: is there a plot or component in D3.js that can visualize the distance between all points from each other, in a twodims graph? The graph would need no label axis conceptually: it is impossible to plot more than 23 attributes; however all have an "Euclidean" distance from one another (e.g. by summing the square of distances b/w respective atttrs and squarerooting that).
Therefore I am trying to graph this relative positioning of points on the plane  it sounds simple, but the devil is in the details and I don't want to spend time implementing this from scratch if at all possible.
Thanks for any suggestion!
