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Unlike programming-heavy tools such as R or Python, SPSS is renowned for its Graphical User Interface. Users can perform complex analyses through drop-down menus and dialogue boxes. This lowers the barrier to entry, allowing researchers who may not have coding expertise to run t-tests, regressions, and ANOVAs with confidence.

This evolution means that IBM SPSS is no longer a "legacy" statistical tool but a bridge between traditional statistics and modern AI. ibm spss

Most unstructured data in the world exists as text—survey comments, social media posts, call center logs. SPSS Text Analytics uses natural language processing (NLP) to extract concepts, sentiments, and categories from open-ended text. Unlike programming-heavy tools such as R or Python,