Thing Explainer: Complicated Stuff in Simple Words
Great fun, and lots of interesting information.
Probably better as something that you could come back to from time to time rather than read all at once, as I did.
Also, a note on construction - the fold-out pages are too wide, making it very difficult to close the book without damaging those pages.