For the observation toward the end that compressed files seem highly uniform, this makes sense intuitively. If there were any visible patterns, that would imply

For the observation toward the end that compressed files seem highly uniform, this makes sense intuitively. If there were any visible patterns, that would imply that the data is further compressible, which would mean the compressor didn't do it's job very well.