Eigenvectors, Data Science, Analytics, Principal Component, Graph.
write and work with dimensional data. Since our data points can be in multiple dimension (two dimensions in the graph), we would need matrix based calculation. In PCA, a covariance matrix helps us to know if there is any relationship between variables. Covariance matrix is generated using the