In this paper, we study the anisotropy of cosmic acceleration by dividing the Union2 Type Ia supernova dataset into 12 subsets according to their positions in Galactic coordinate system. In each region, we derive the deceleration parameter q0 as the diagnostic to quantify the anisotropy level in the corresponding direction, and construct q0 anisotropic maps by combining these q0 values. In addition to the monopole component, we find the significant dipole effect in the q0-maps with the amplitude A1 = 0.466 +0.255 −0.205 , which deviates from zero at more than 2-σ level. The direction of the best-fit dipole is (θ = 108.8 • , φ = 187.0 • ) in Galactic system. Interesting enough, we find the direction of this dipole is nearly perpendicular to the CMB kinematic dipole, and the angle between them is 95.7 • . The perpendicular relation is anomalous at the 1-in-10 level.PACS numbers: 95.36.+x, 04.50.Kd,
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