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In this paper we study the attenuated $X$-ray transform of 2-tensors supported in strictly convex bounded subsets in the Euclidean plane. We characterize its range and reconstruct all possible 2-tensors yielding identical $X$-ray data. The characteri zation is in terms of a Hilbert-transform associated with $A$-analytic maps in the sense of Bukhgeim.
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