Commodity super-cycles, periods of prolonged booms and busts, pose significant risks for investors and businesses. To effectively navigate these volatile cycles, a robust approach is essential. Initially, a prudent to perform thorough analysis on historical commodity price trends, identifying patterns and catalysts that influence their fluctuations