Add lightweight documentation to examples

[dataspider]

You point to the nice collection of examples at here in this repo's README, but the README over there contains no overview of what the individual examples are supposed to demonstrate.
Adding a bit of info there would improve usability.
JOSS review

[halcy]

good idea, i have been kind of neglecting the examples. I will look at documenting them.