Weight is a force that is always directed toward the center of the earth.
The magnitude of the weight depends on the mass of all the airplane parts, plus the amount of fuel, plus any payload on board (people, baggage, freight, etc.).
The weight is distributed throughout the airplane. But we can often think of it as collected and acting through a single point called the center of gravity.
In flight, the airplane rotates about the center of gravity.