Let's compare a Capacitor to something Common say a Water Filter in a Swimming Pool.
As the flow of water goes into the filter it is slowed down by the filter cartridge. The Water Flow is like Current in electricity and the Water Pressure is like Voltage.The speed at which it is slowed down...