Op is a data analysis tool that combines spreadsheets, code notebooks, and AI-code generation to make data analysis easier. It saves time by providing context-relevant code and answers to data questions, eliminating the need to search for solutions online. Op allows users to sync visual tables with dataframes in code and provides a user-friendly interface for data analysis tasks. It aims to simplify the process of working with data and generate code by simply asking questions.