Principal Components Explained Visually

Principal components analysis is an essential tool when working with multidimensional data, yet it can be difficult to develop an intuitive understanding of what the method is doing. This tool from Victor Powell really helps picture the process, as it lets you push and pull points around and immediately see the effect on the data output.