Svd, Latent Semantic Analysis, Text Analytics, Data Science, Development.
with a large eigenvalue, this tells us that the transformation has a strong tendency to stretch vectors along that direction. On the other hand, if a transformation has an eigenvector with a small eigenvalue, this tells us that the transformation has a weak tendency to stretch vectors along that