The present invention discloses a stable pharmaceutical composition of diclofenac or salts thereof comprising nano size droplets of diclofenac or salts thereof, wherein the composition exhibits a significant difference in one or both of the rate and extent of absorption of diclofenac or salts thereof as compared to formulation of diclofenac marketed under the trade name Voveran®