I'm originally from the Boston area, I call them elastics. I've been in South Florida for a long time, I now call "tonic"..."soda".
My husband worked with all Germans for many years, when I asked him what he calls them, he said, "Gummi Bands". But in Ohio, he called them rubber bands.
"Pocketbook" ... another New England word (I think).