Please use this link to access this publication. Abstract Cannabis is the most widely consumed illicit drug worldwide and its rapid expansion into medical and recreational markets has highlighted the need for effective analytical techniques. The analysis of major cannabinoids and their metabolites in different matrices has recently gained considerable attention in fields such as forensics, healthcare, environmental monitoring, and the cannabis food industry. However, the complexity of these matrices, ranging from biological samples to cannabis-infused products, raises significant challenges that require selective and effective extraction methods prior to chromatographic analysis. This review critically evaluates studies published over the past decade (2014-2024) and compares...