Yes nice boab, that's pretty good for such a cheap SDR!
I think you're right weddy! Placing it close to the antenna helps a lot since most antenna cables absorb a lot of noise from the environment and the longer they are, the noisier the signal gets that arrives at the receiver. Amplifying a noisy signal results in a noisy signal
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So if you place the amplifier close to the antenna, the "clean" signals become amplified which helps a lot. Problem is the power supply for the amplifier I guess.
This is btw also what the active antenna boab mentioned does. It's got an amplifier (and filters) right next to the antenna which is powered over the antenna cable.