My current JIRA configaration is there are 3 different teams using same backlog which is on same board and the stories are differenciated by different labels. How can I get the velocity of a individual team ?
The velocity chart can shows the stats for the last 7 sprints of the board. Now, I understand that since you have various projects/teams working on the board thus you would like to slice and dice the chart for a better view of per team performance.
Currently it isn't supported out of box, but by writing some cleaver JQL (sprint = X and team = Y) you can create some nice dashboard gadget. But if you want a more clear solution then my suggestion to you it to try out some charting plugins for JIRA.
https://marketplace.atlassian.com/plugins/com.arsenalesystems.dataplane/server/overview
https://marketplace.atlassian.com/plugins/com.eazybi.jira.plugins.eazybi-jira/server/overview
http://www.arsenalesystems.com/docs/display/dataplane/Comparing+Metrics+Across+Sprints (see the section "Segmenting results"
You can segment by team/ label / type etc
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