As newyorkersays, this would be much more interesting (i.e. almost verging on moderately) if it wasn't looking up weather alone, but triangulating for local fashion.

Distinctly interesting if it was backed by image processing and machine learning based on public pictures taken in the local, e.g. weighted for probability picture was taken by a local or tourist; season; year...