I would like to know how uncertainty principle plays in measuring particle spin on different axis, specially in a language that compares it against decomposing a signal into its frequencies using Fourier transform.
For example my understanding is that since a particle has been measured in z direction and we have a very definite answer of spin $|u\rangle$ or $|d\rangle$ then if we want to calculate the spin in lets say x direction it would give us the most vague answer of 50% $|u\rangle$ and 50% $|d\rangle$. That is $$|r\rangle=\frac{1}{\sqrt{2}}|u\rangle+\frac{1}{\sqrt{2}}|d\rangle$$ or $$|l\rangle=\frac{1}{\sqrt{2}}|u\rangle-\frac{1}{\sqrt{2}}|d\rangle \, ,$$
but I am not sure how I can make the analogy between this and frequency decomposition. For example what is the complete range for spin or what is the increment or decrement of standard deviation(uncertainty) in spin example exactly?
Also if in signal decomposition we have a case that the signal spans the whole range, hence letting us make sharp calculations of constituent frequencies, then how we can translate such into an example in spins?
I would appreciate if the particle spin part be described in bra-ket notation.