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The DAMPE experiment has recently reported strong indications for the existence of an excess of high-energy electrons and positrons. If interpreted in terms of the annihilation of dark matter, the DAMPE result restricts the dark matter mass and possible annihilation channels to a few case. In this paper we explain the DAMPE result with the electron-flavored -portal fermionic dark matter. We show that the Dirac dark matter scenario is promising to explain the excess via the process $\bar \chi \chi \to'\to \bar e e10^{-26}\sim 10^{-24}~{\rm cm^3 s^{-1}}$ to interpret the excess.

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