Does anyone know what the black box is (with fuel lines connected to it) on the underside (drivers side) right behind the bumper? Thanks

 

Evaporative emissions canister (aka charcoal canister).

 

I was curious as to what that was when change my fuel pump as well. Thanks for the clarification.