While current versions of the software (now owned by IBM and branded as IBM SPSS Statistics) are laden with cloud integrations and advanced AI capabilities, SPSS v17 represented a crucial turning point in the software’s user interface and functionality. This article explores the legacy of SPSS Version 17, its key features, why it remains a topic of discussion among legacy users, and the practicalities of using it today.