My first stop was to find an engineering drawing of the Compact Cassette format, designed by Phillips back in 1963. I could always measure the tapes in front of me, but for something like this ...

Street artist Neck (Oliver Gelbrich) created tapedeck.org, a wonderfully nostalgic online gallery of analog audio cassette tapes to celebrate the playfulness and beauty behind their odd design.