Beautiful Stained Glass Windows

I am visiting Rochester NY and for some reason, I have been noticing their use of stained glass windows.  I observed the ones below at the Hochstein building, the Asbury Church, and at a church whose name I don't know, but whose windows have frames painted in lavender. It made me wonder why so much use of stained glass?