Frequency domain analysis is a methodological approach for examining signals or systems by representing them as a function of frequency, rather than time. This technique investigates the spectral composition of a signal, revealing the distribution of power or amplitude across different frequencies, which is fundamental for characterizing periodic behavior, designing filters, identifying system properties, and analyzing complex phenomena in fields ranging from electrical engineering and physics to economics and biology.