A nonwoven fabric which has satisfactory liquid permeability and in which the liquid is less apt to remain a process for producing a nonwoven fabric and an absorbent article. The nonwoven fabric hasa thickness direction and plane directions perpendicular to the thickness direction and is characterized by having high-density regions having a fiber density higher than an average fiber density, the high-density regions extending from one side to the other side in the thickness direction.