OSEMN Framework | Business Analytics | From A Business Professor

Paglalarawan

Today, we’re diving into a powerful framework used by data analysts and business decision-makers alike: the OSEMN Framework. Pronounced like the word “awesome,” this five-step model outlines the typical data science workflow—making it easier for teams to go from raw data to real business insights. So, what does OSEMN stand for? It’s an acronym for Obtain, Scrub, Explore, Model, and Interpret. Whether you're analyzing customer behavior, forecasting sales, or optimizing marketing campaigns, this framework provides a clear roadmap to turn data into decisions.