As for the museums, unfortunately kid science centers, imaginariums, and aquariums aren't science museums. My estimate was only including institutes accredited

As for the museums, unfortunately kid science centers, imaginariums, and aquariums aren't science museums. My estimate was only including institutes accredited by the American Association of Science and Technology Centers. They definitely do consider imaginariums, kid science centers and aquariums to be in the same class as science museums.