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
Have a look at this flot example which demonstrates tooltips for plot points on the chart. (Make sure you select the Enable tooltip checkbox.)