I am currently working on a Flot graph, the API which seems pretty powerful overall, although examples of advanced use are not widely documented.
The API suggests there
You can add custom data to the data array and use that to display tooltips.
See my answer and full example here: displaying custom tooltip when hovering over a point in flot