Qiskit, Quantum Computing, Quantum Simulation.
following: Recall that X gate basically flips state |0> to state |1> and state |1> to state |0>. |0> and |1> are eigenstates of the Pauli Z operator. This can be easily checked mathematically. To see the matrix representation of Pauli matrices, we could check this chapter from the Qiskit textbook.