They've been putting up paintings and drawings of rainbows in their windows.
The movement has taken off across the country.
You can see several rainbows in Philadelphia's Fishtown and Kensington neighborhoods.
It's a simple project kids can do at home, but also brings a smile to neighbors and friends as they practice social distancing.
You can submit pictures of the rainbows in your window here.