Unclogging faucet aerator: can I do anything more?
Leave out the piece shown in the top right of your picture, it is a restriction device.
Don't tell the government or your tree-hugging neighbors, friends or relatives because the .6 gpm per minute excess flow might dry up all the rest of the fresh water on our planet.