edits from review

- add numpy compatibility
- change default table colors
- fix for average calculation happening in `make_annotations`
- update tests to reflect changes
- break up example 1 in table docstring

To-Do
[ ] update table test to reflect new colours
[ ] update table fontcolor logic so `if index` the column font color
matches header font color

Author: cldougl