Column buckling analysis is the process of evaluating the stability and load-bearing capacity of slender structural columns under axial loads. This analysis helps predict when a column will fail due to buckling, which occurs when the critical load exceeds the column's capacity, leading to sudden lateral deflection. Understanding this phenomenon is crucial for designing safe and effective structural elements in engineering applications.