Stephen Freund

Flowco: Mixed-Initiative Authoring of Reliable End-to-End Data Analyses via Dataflow Graphs and LLMs

Conducting data analysis typically involves authoring code to trans- form, visualize, analyze, and interpret data. Large Language Models (LLMs) are now capable of generating such code for simple, routine analyses, and they have the potential to democratize data science by enabling those with limited programming expert…