Computational narratives built on the Jupyter Notebook solve a number of human problems. First, they make interactive computations reproducible as a natural byproduct of work. Second, they provide an artifact that can be shared with others, version-controlled, used for communicating results, etc. Third, because Jupyter notebooks use an open format, they can be converted into other forms, including websites, books, online documentation, dashboards.