Project Jupyter aims to create an ecosystem of open source tools for interactive computation and data analysis, where the direct participation of humans in the computational loop—executing code to understand a problem and iteratively refine their approach—is the primary consideration. Anchoring Jupyter around humans is key to the project; it helps us both narrow our scope in some directions and generalize in others