Show referred taxonomy term's field value in view

I have a content Type A
That has nodes with say titles A1,A2,A3..

That refers to Taxonomy Vocabulary V
with terms T1,T2,T3..

Say V has an extra field F
and the values of F for each of T1,T2,T3 respectively are
F1,F2,F3

When I build a view that lists out the nodes of A, along with the title of each node of A, i can also display the values in each field. As such for any node of A, i can show in the view , the node title, the name of the term its tagged with. Is there any out of the box way that i can output the field value of the associated term

ie,. i need a table view like
A1 -- F1
A2 -- F2
A3 -- F3