It is very unusual to *see* one unless your trap has caught it. If you do see them at all then there must be large numbers about.
The only place I regularly see rats in broad daylight is Wetherby Services on the A1. They really are as bold as brass and plentiful.
My wife will only let me stop there now as a last resort.
That restriction has been made easier by the new services near Leeds.